Author

Wismer Cherono

Mpala Research Center and Wildlife Foundation

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Ecology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Organism:non-human primate· 1 Approach:statistical model· 1

Frequent Co-Authors

André C. FerreiraiD· 1 shared Brendah NyaguthiiiD· 1 shared Charlotte ChristenseniD· 1 shared Damien Roger FarineiD· 1 shared Daniel Herrera C.· 1 shared Maria Maximiadi· 1 shared Mina OginoiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperEcology

André C. FerreiraORCID

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1 paper

Recent·Most cited

Moving towards more holistic machine learning-based approaches for classification problems in animal studies

Charlotte Christensen, André C. Ferreira, Wismer Cherono, Maria Maximiadi, Brendah Nyaguthii, Mina Ogino, Daniel Herrera C., Damien Roger Farine

This paper argues for moving beyond performance metrics in ML classification for animal studies and proposes simulations and biological validations to better assess model utility despite noisy data.

Animal Behaviour · Nov 19, 2025Peer-reviewedEcology